111 citations · 171 across the 33 of their papers we have counts for
38 papers
Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations
Liyan Xu, Jinho D. Choi
This paper suggests a direction of coreference resolution for online decoding on actively generated input such as dialogue, where the model accepts an utterance and its past contex…
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction
Liyan Xu, Jinho D. Choi
We target on the document-level relation extraction in an end-to-end setting, where the model needs to jointly perform mention extraction, coreference resolution (COREF) and relati…
A Unified Approach to Semantic Information and Communication based on Probabilistic Logic
Jinho Choi, Seng W. Loke, Jihong Park
Traditionally, studies on technical communication (TC) are based on stochastic modeling and manipulation. This is not sufficient for semantic communication (SC) where semantic elem…
A Unified View on Semantic Information and Communication: A Probabilistic Logic Approach
Jinho Choi, Seng W. Loke, Jihong Park
This article aims to provide a unified and technical approach to semantic information, communication, and their interplay through the lens of probabilistic logic. To this end, on t…
What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts
James D. Finch, Sarah E. Finch, Jinho D. Choi
Improving user experience of a dialogue system often requires intensive developer effort to read conversation logs, run statistical analyses, and intuit the relative importance of…
An Approach to Inference-Driven Dialogue Management within a Social Chatbot
Sarah E. Finch, James D. Finch, Daniil Huryn +4
We present a chatbot implementing a novel dialogue management approach based on logical inference. Instead of framing conversation a sequence of response generation tasks, we model…